He paced his cramped living room, the flyer's pronouncements echoing in his head. "Luxury living," it had declared, "Invest in your future." Liam’s breath hitched. He felt his pulse quicken, a frantic drumbeat against his ribs. The worn couch suddenly seemed too close, the air thick and heavy.

He ran his fingers over the stubble on his chin, a restless gesture he didn't even notice. He felt a need to move, to be in action. He grabbed his keys. The gym, that was it.

The familiar weights, the rhythmic clang of the metal, and the sting of sweat on his skin. He needed to push, to test his limits, to feel something tangible.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384